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Yotis Deus

@yotisdeus

Message

I evaluate AI outputs and build tested backend applications.

Armenia

Message

What I'm looking for

I'm looking for remote, task-based or project-based contractor work evaluating AI products, verifying model behavior, and delivering structured technical feedback. I’m comfortable working independently from detailed specifications and communicating through written, voice-based, and web tools.

I've built an AI-powered content detection platform, developing its Python backend and integrating multiple external AI and detection services with variable third-party responses.

As an independent software engineer, I develop backend services, automation tools, APIs, and web applications using Python, Django, Node.js, JavaScript, TypeScript, and SQLite. I debug failures through logs, stack traces, dependency analysis, runtime behavior, and reproducible test cases.

I regularly evaluate LLM-generated answers and implementations for correctness, consistency, completeness, and real-world behavior, using targeted follow-up questions and automated tests to uncover hallucinations and edge cases. Fluent in Armenian, I’m available for remote, task-based, and project-based contractor work.

Experience

Work history, roles, and key accomplishments

AI Product Evaluator

Productive Playhouse

Evaluates AI-generated output for factual correctness, logical consistency, and completeness, using structured prompts and follow-up questions to identify hallucinations and incorrect assumptions.